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PRICAI 2018: Trends in Artificial Intelligence

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Table of Contents

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    Book Overview
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    Chapter 1 An Improved Artificial Immune System Model for Link Prediction
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    Chapter 2 Anchored Projection Based Capped $$l_{2,1}$$ -Norm Regression for Super-Resolution
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    Chapter 3 Query Expansion Based on Semantic Related Network
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    Chapter 4 Improving the Stability for Spiking Neural Networks Using Anti-noise Learning Rule
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    Chapter 5 An Improved Convolutional Neural Network Model with Adversarial Net for Multi-label Image Classification
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    Chapter 6 Integrating Multiscale Contrast Regions for Saliency Detection
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    Chapter 7 Automatic Conditional Generation of Personalized Social Media Short Texts
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    Chapter 8 Deep Multi-modal Learning with Cascade Consensus
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    Chapter 9 Driving the Narrative Flow of an Interactive Storytelling System for Case Studies
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    Chapter 10 Pum-Riang Thai Silk Pattern Classification Using Texture Analysis
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    Chapter 11 Fuzzy Rough Based Feature Selection by Using Random Sampling
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    Chapter 12 Segmenting Sound Waves to Support Phonocardiogram Analysis: The PCGseg Approach
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    Chapter 13 A Lazy One-Dependence Classification Algorithm Based on Selective Patterns
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    Chapter 14 A Client-Assisted Approach Based on User Collaboration for Indoor Positioning
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    Chapter 15 Achieving Multiagent Coordination Through CALA-rFMQ Learning in Continuous Action Space
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    Chapter 16 Environmental Reconstruction for Autonomous Vehicle Based on Image Feature Matching Constraint and Score
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    Chapter 17 An Improved Particle Filter Target Tracking Algorithm Based on Color Histogram and Convolutional Network
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    Chapter 18 Mini-Batch Variational Inference for Time-Aware Topic Modeling
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    Chapter 19 Using Differential Evolution to Estimate Labeler Quality for Crowdsourcing
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    Chapter 20 A Search Optimization Method for Rule Learning in Board Games
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    Chapter 21 Image Segmentation Based on MRF Combining with Deep Learning Shape Priors
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    Chapter 22 An Automated Matrix Profile for Mining Consecutive Repeats in Time Series
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    Chapter 23 High-Resolution Depth Refinement by Photometric and Multi-shading Constraints
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    Chapter 24 Weakly-Supervised Object Localization by Cutting Background with Deep Reinforcement Learning
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    Chapter 25 Nature-Inspired Computational Model for Solving Bi-objective Traveling Salesman Problems
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    Chapter 26 Differential Evolution-Based Weighted Majority Voting for Crowdsourcing
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    Chapter 27 Scalable Machine Learning Techniques for Highly Imbalanced Credit Card Fraud Detection: A Comparative Study
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    Chapter 28 View Decomposition and Adversarial for Semantic Segmentation
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    Chapter 29 Efficient Bayesian Optimisation Using Derivative Meta-model
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    Chapter 30 Prior Knowledge Guided Gene-Disease Associations Prediction: An Enhanced Inductive Matrix Completion Approach
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    Chapter 31 Text Classification with Enriched Word Features
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    Chapter 32 Attention-Based Linguistically Constraints Network for Aspect-Level Sentiment
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    Chapter 33 Personalized POIs Travel Route Recommendation System Based on Tourism Big Data
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    Chapter 34 Analysing TV Audience Engagement via Twitter: Incremental Segment-Level Opinion Mining of Second Screen Tweets
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    Chapter 35 Absolute Orientation and Localization Estimation from an Omnidirectional Image
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    Chapter 36 An Adaptive Clustering Algorithm by Finding Density Peaks
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    Chapter 37 Statutes Recommendation Using Classification and Co-occurrence Between Statutes
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    Chapter 38 Robust and Real-Time Face Swapping Based on Face Segmentation and CANDIDE-3
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    Chapter 39 Determining the Applicability of Advice for Efficient Multi-Agent Reinforcement Learning
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    Chapter 40 Multi-object Detection Based on Deep Learning in Real Classrooms
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    Chapter 41 Deep CRF-Graph Learning for Semantic Image Segmentation
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    Chapter 42 Unrest News Amount Prediction with Context-Aware Attention LSTM
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    Chapter 43 Image Captioning with Relational Knowledge
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    Chapter 44 An Elite Group Guided Artificial Bee Colony Algorithm with a Modified Neighborhood Search
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    Chapter 45 Exploiting Spatiotemporal Features to Infer Friendship in Location-Based Social Networks
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    Chapter 46 A Subsequent Speaker Selection Method for Online Discussions Based on the Multi-armed Bandit Algorithm
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    Chapter 47 An Entropy-Based Class Assignment Detection Approach for RDF Data
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    Chapter 48 Weighted Double Deep Multiagent Reinforcement Learning in Stochastic Cooperative Environments
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    Chapter 49 Automatically Classifying Chinese Judgment Documents Using Character-Level Convolutional Neural Networks
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    Chapter 50 RC-CNN: Reverse Connected Convolutional Neural Network for Accurate Player Detection
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    Chapter 51 Uncertainty Estimation for Strong-Noise Data
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    Chapter 52 Reciprocal Ranking: A Hybrid Ranking Algorithm for Reciprocal Recommendation
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    Chapter 53 Robust Low-Rank Recovery with a Distance-Measure Structure for Face Recognition
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    Chapter 54 A Surface Defect Detection Method Based on Positive Samples
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    Chapter 55 Joint Multi-field Siamese Recurrent Neural Network for Entity Resolution
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    Chapter 56 Using Machine Learning for Determining Network Robustness of Multi-Agent Systems Under Attacks
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    Chapter 57 Collective Hyper-heuristics for Self-assembling Robot Behaviours
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    Chapter 58 Matrix Factorization for Identifying Noisy Labels of Multi-label Instances
Attention for Chapter 17: An Improved Particle Filter Target Tracking Algorithm Based on Color Histogram and Convolutional Network
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Chapter title
An Improved Particle Filter Target Tracking Algorithm Based on Color Histogram and Convolutional Network
Chapter number 17
Book title
PRICAI 2018: Trends in Artificial Intelligence
Published by
Springer, Cham, August 2018
DOI 10.1007/978-3-319-97310-4_17
Book ISBNs
978-3-31-997309-8, 978-3-31-997310-4
Authors

Shasha Gao, Liang Zhou, Qiang Xie